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ascender1729 / HealthFraudMLChain

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M.Sc. Dissertation: Healthcare insurance fraud detection using Optuna-tuned ML ensemble (F1=0.7345) with SHA-256 blockchain audit trails and ECIES encryption. 5,410 providers, 190 features, SHAP/LIME explainability.

machine-learning thesis nextjs blockchain xgboost lightgbm ensemble-learning sha256 merkle-tree fraud-detection catboost shap optuna ecies-encryption nit-patna healthcare-fraud-detection lime-explainability
  • Updated Apr 9, 2026
  • Python
suryanshvermaa

suryanshvermaa / suryanshvermaa

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👋 Hi, I’m Suryansh Verma — Full-Stack Developer & Cloud/DevOps Engineer skilled in Node.js, Golang, Docker, Kubernetes, and AWS. Passionate about building scalable cloud-native platforms, backend systems, and open-source tools.

nodejs docker kubernetes golang open-source aws microservices software-engineering cloud-native mern-stack system-design backend-developer full-stack-developer devops-engineer cloud-engineer hackslash nit-patna suryansh-verma scs-cloud byteverse
  • Updated Apr 14, 2026

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